Clustering of Variables Around Latent Variables


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Documentation for package ‘ClustVarLV’ version 1.4.1

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apples_sh apples from southern hemisphere data set
AUPA_psycho Psychological eating behavior data set
authen_NMR Authentication data set/ NMR spectra
CLV Hierarchical clustering of variables with consolidation
CLV_kmeans K-means algorithm for the clustering of variables
data_biplot biplot for the dataset
get_comp To get the latent variables associated with each cluster
get_load To get the loadings of the external variables regarding the latent variable in each cluster
get_partition To get the clusters of variables.
LCLV L-CLV for L-shaped data
plot.clv Graphical representation of the CLV clustering stages
plot.lclv Graphical representation of the LCLV clustering stages
plot_var Representation of the variables and their group membership
print.clv Print the CLV results
print.lclv Print the LCLV results
stand_quali Standardization of the qualitative variables
summary.clv summary and description of the clusters of variables